Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks

Authors

• 1. Jinfeng Peng (Northeastern University, China)
• 2. Derong Shen (Northeastern University, China)
• 3. Nan Tang (Hong Kong Baptist University; Qatar Computing Research Institute)
• 4. Tieying Liu (Northeastern University, China)
• 5. Yue Kou (Northeastern University, China)
• 6. Tiezheng Nie (Northeastern University, China)
• 7. Hang Cui (University of Illinois Urbana-Champaign)
• 8. Ge Yu (Northeastern University, China)

@article{peng_vldb23,
        title = {{Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks}},
        author = {Peng, Jinfeng and Shen, Derong and Tang, Nan and Liu, Tieying and Kou, Yue and Nie, Tiezheng and Cui, Hang and Yu, Ge},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {3},
        pages = {433--446},
        doi = {10.14778/3570690.3570694},
        url = {https://doi.org/10.14778/3570690.3570694},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Outgoing Citations (Sorted by Pagerank)

Showing 25 of 25 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Semantically Similar Papers